Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9384586 | 0.8013804 | 0.4798223 |
| bt | 0.8910404 | 0.6827710 | 0.2918324 |
| maxnet | 0.8992203 | 0.6690312 | NA |
| gam | 0.8723799 | 0.5668456 | 0.3034143 |
| glm | 0.8955138 | 0.6325409 | 0.3499625 |